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Standard errors for the empirical Bayes estimates of the parameters.
bf2se(mcrun, transf = c("no", "mu", "wo"))
The precision (inverse covariance) matrix.
The output from the function mcsglmm
where the
parameters linkp, phi, omg, kappa are set at their empirical
Bayes estimates (output of bf2optim
).
The type of transformation to use.
Casella, G. (2001). Empirical Bayes Gibbs sampling. Biostatistics, 2(4), 485-500.
Evangelou, E., & Roy, V. (2019). Estimation and prediction for spatial generalized linear mixed models with parametric links via reparameterized importance sampling. Spatial Statistics, 29, 289-315.